first

config.json

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+{
+  "_name_or_path": "/content/google/mobilebert-uncased/",
+  "architectures": [
+    "MobileBertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_activation": false,
+  "classifier_dropout": null,
+  "embedding_size": 128,
+  "hidden_act": "relu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 512,
+  "id2label": {
+    "0": "CC Expiration",
+    "1": "CC Expiration Month",
+    "2": "CC Expiration Year",
+    "3": "CC Name",
+    "4": "CC Number",
+    "5": "CC Payment Type",
+    "6": "CC Security Code",
+    "7": "CC Type",
+    "8": "Confirm Password",
+    "9": "Email",
+    "10": "First Name",
+    "11": "Form",
+    "12": "Last Name",
+    "13": "New Password",
+    "14": "Other",
+    "15": "Phone",
+    "16": "Zip Code"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 512,
+  "intra_bottleneck_size": 128,
+  "key_query_shared_bottleneck": true,
+  "label2id": {
+    "CC Expiration": 0,
+    "CC Expiration Month": 1,
+    "CC Expiration Year": 2,
+    "CC Name": 3,
+    "CC Number": 4,
+    "CC Payment Type": 5,
+    "CC Security Code": 6,
+    "CC Type": 7,
+    "Confirm Password": 8,
+    "Email": 9,
+    "First Name": 10,
+    "Form": 11,
+    "Last Name": 12,
+    "New Password": 13,
+    "Other": 14,
+    "Phone": 15,
+    "Zip Code": 16
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "mobilebert",
+  "normalization_type": "no_norm",
+  "num_attention_heads": 4,
+  "num_feedforward_networks": 4,
+  "num_hidden_layers": 24,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "transformers_version": "4.44.2",
+  "trigram_input": true,
+  "true_hidden_size": 128,
+  "type_vocab_size": 2,
+  "use_bottleneck": true,
+  "use_bottleneck_attention": false,
+  "vocab_size": 30522
+}

model.safetensors

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+size 98500900

onnx/model_quantized.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d6297e6e58a4c1682a88f47154db3c528b61d773fb5764e051d2c79527b2a875
+size 26510183

quantize_config.json

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+{
+    "per_channel": false,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "Relu",
+                "ConstantOfShape",
+                "Softmax",
+                "Gather",
+                "Div",
+                "MatMul",
+                "Add",
+                "Mul",
+                "Reshape",
+                "Cast",
+                "Gemm",
+                "Transpose",
+                "Constant",
+                "Shape",
+                "Slice",
+                "Pad",
+                "Unsqueeze",
+                "Concat",
+                "Sub",
+                "Identity"
+            ],
+            "weight_type": "QInt8"
+        }
+    }
+}

special_tokens_map.json

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+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "max_length": 512,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "stride": 0,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "MobileBertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}

training_args.bin

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+size 5176